Nonlinear SNR estimation based on the data augmentation-assisted DNN with a small-scale dataset

W Zhao, Y Cheng, M Xiang, M Tang, Y Qin, S Fu - Optics Express, 2022 - opg.optica.org
Fiber nonlinearity is one of the major impairments for long-haul transmission systems.
Therefore, estimating the nonlinear signal-to-noise ratio (SNR_NL) is indispensable to …

Nonlinear SNR estimation based on the data augmentation-assisted DNN with a small-scale dataset

W Zhao, Y Cheng, M Xiang, M Tang, Y Qin… - Optics …, 2022 - ui.adsabs.harvard.edu
Fiber nonlinearity is one of the major impairments for long-haul transmission systems.
Therefore, estimating the nonlinear signal-to-noise ratio (SNRNL) is indispensable to …

Nonlinear SNR estimation based on the data augmentation-assisted DNN with a small-scale dataset

W Zhao, Y Cheng, M Xiang, M Tang, Y Qin… - Optics …, 2022 - pubmed.ncbi.nlm.nih.gov
Fiber nonlinearity is one of the major impairments for long-haul transmission systems.
Therefore, estimating the nonlinear signal-to-noise ratio (SNR NL) is indispensable to …

Nonlinear SNR estimation based on the data augmentation-assisted DNN with a small-scale dataset.

W Zhao, Y Cheng, M Xiang, M Tang, Y Qin, S Fu - Optics Express, 2022 - europepmc.org
Fiber nonlinearity is one of the major impairments for long-haul transmission systems.
Therefore, estimating the nonlinear signal-to-noise ratio (SNR NL) is indispensable to …